Request for Proposal Independent Red Teaming and AI Safety Evaluation

Item Details

RFP Title Independent Red Teaming and AI Safety Evaluation

Procurement Method Open competitive tender

Assignment Type Independent organisation or specialist consultancy

Primary Market Kenya

Contract Period Approximately 10 weeks

Reporting To Head of Technology and Product

Clarification Deadline 10 November 2026

Proposal Deadline 18 November 2026

Submission Email suppliers@girleffect.org

Independence is a mandatory condition. The selected evaluator must not be involved in building, operating, or commercially benefiting from the systems evaluated under this assignment.

Who We Are

Girl Effect is an international non-profit that builds media and technology that adolescent girls want, trust and need. We create digital-first brands and products that reach girls at scale across Africa and Asia, supporting them to make informed choices about their health, education and futures — with a particular focus on sexual and reproductive health (SRH).

Girl Effect has worked in responsible AI for several years and has published its own Ethical AI Guidelines and a Generative AI Whitepaper, co-authored sector guidance on the safe use of chatbots for social and behaviour change, and operates named accountability for AI safety — including a Failure Mode Register with safeguarding sign-off, and defined escalation protocols with service-level commitments for human follow-up. We believe that AI serving young people in the Global South must be held to the highest evidential standard, and that the organisations building such systems should not be the only ones marking their own homework. This engagement exists to put that principle into practice.

Background

WAZZII is Girl Effect’s WhatsApp-based chatbot in Kenya. It provides adolescent girls and young women with confidential and non-judgemental information about their bodies, relationships and health. It also connects users to relevant products, referrals and health services, supported by a human help desk responsible for moderation and escalation.

WAZZII’s next phase will expand the use of generative AI in the girl-facing experience. This includes:

- Retrieval-grounded responses using clinically approved content;
- AI-assisted tools for human help-desk operators;
- Safeguarding and clinical escalation pathways;
- Internal evaluation of model outputs; and
- Defined policies covering content and actions that the system must never produce.

Girl Effect seeks an independent partner to test whether these safeguards perform as intended and identify risks that may not have been detected through internal evaluation.

The selected partner must be separate from the organisations developing or operating the systems being tested.

Objective

The objective is to conduct a focused and independent red-team evaluation of WAZZII’s girl-facing generative AI capability.

The assignment will

- Identify safety, safeguarding, clinical and technical vulnerabilities;
- Test whether the system recognises and safely escalates relevant risks;
- Assess whether existing evaluations and controls adequately reflect real-world use;
- Produce reproducible test cases that Girl Effect can rerun;
- Rank findings by severity, likelihood and potential impact; and
- Provide practical and prioritised recommendations for remediation and future evaluation.

The core assignment is a single time-bound evaluation. Remediation re-testing, review of agentic designs and periodic testing will be priced separately as optional extensions.

What You will do

The core engagement runs over an indicative ten weeks. All work follows Girl Effect’s Ethical AI Guidelines, data policy and safeguarding policy: testing is conducted against staging environments using synthetic personas, no real user data is accessed or collected, data collection is minimised throughout, and no safeguarding case content is handled at any point. Girl Effect will provide staging access, including programmatic (API) access to the conversational endpoint, supporting automated test harnesses; testing may be conducted fully remotely, with no in-country presence required. Key activities include:

Optional priced extensions (quoted separately, commissioned at Girl Effect’s discretion)

Deliverables

Deliverable

Description

Indicative timing

Inception note & test plan

Confirmed methodology, scenario taxonomy and severity rubric, staging/access arrangements, ethics and data-handling approach, responsible-disclosure protocol

Week 3

Red-team findings report

Severity-ranked, reproducible findings from the adversarial sprint, including escalation-pathway results; test cases handed over for continuous internal re-use

Week 8

Leadership briefing & recommendations

Findings briefing with prioritised recommendations and proposed scope/cadence for future independent evaluation

Week 10

Duration and Working Arrangements

The core engagement is expected to run for approximately 10 weeks.

Testing may be completed remotely. No in-country presence is required unless separately agreed.

Independence and Conflicts of Interest

Independence is a mandatory condition of award.

Girl Effect will determine whether a disclosed relationship affects the bidder’s eligibility or independence.

The proposed team should include named individuals with appropriate AI evaluation, technical, safeguarding and language expertise.

Proposal Submission Requirements

Bidders must submit separate technical and financial proposals (Max 10 pages).

Total 100%

Girl Effect may request written clarifications, invite shortlisted bidders to a pitch or technical demonstration, conduct reference checks and due diligence, or request a best-and-final offer.

The lowest-priced proposal will not necessarily be selected.

Clarification Process

Bidders may submit clarification questions to suppliers@girleffect.org by 10th November 2026

The email subject should state

Clarification Question – Independent AI Red-Team Evaluation

Girl Effect may decline to answer questions received after the clarification deadline.

How to Apply

Submit the technical and financial proposals as separate attachments to: suppliers@girleffect.org

Applications must be received by 18 November 2026

Use the email subject: Independent Red-Teaming and AI Safety Evaluation

Late, incomplete or incorrectly submitted proposals may not be evaluated.

Girl Effect may contact only shortlisted bidders. Unsuccessful bidders will be notified following completion of the procurement process.

Annexes

Annex A — Girl Effect Ethical AI Guidelines Annex B — Girl Effect’s Generative AI Whitepaper

Responsibilities

Focused desk review of Girl Effect’s evaluation framework, red-line policies and escalation protocol — sufficient to design a well-targeted test plan, not a standalone audit; Co-scoping of the scenario taxonomy and severity rubric with Girl Effect’s AI Ethics Officer and safeguarding leads, and agreement of the responsible-disclosure protocol for critical findings; A structured, tool-supported testing exercise against the girl-facing GenAI experience in staging, combining adversarial and realistic non-adversarial scenarios and producing logged, machine-readable, re-runnable test cases, prioritising: clinically incorrect or harmful health advice, failure to recognise and escalate safeguarding disclosures, jailbreaks, prompt injection and policy circumvention, and age-inappropriate content; Testing across the languages and code-switching patterns of real users (including Kiswahili and Sheng), local-language competence may be provided by the partner or in pairing with Girl Effect's own team; Stress-testing of the human-escalation pathway, primarily with realistic non-adversarial scenarios (genuine distress, disclosure and clinical-concern personas where the system should hand over without being attacked): does it hand over to the help desk when it should; A severity-ranked findings report with reproducible test cases, handed over so Girl Effect’s team can re-run them continuously after the engagement ends; A findings briefing for Girl Effect leadership, with prioritised recommendations — including what a fuller evaluation should cover next and at what cadence; Re-test of remediated critical findings; Architecture-level adversarial review of agentic system designs (threat-modelling autonomy, tool use and failure modes before deployment); Periodic re-testing and pre-launch adversarial gates for major releases; Approved access to the staging environment,; Programmatic access to the conversational endpoint where available,; Relevant documentation and evaluation materials,; Named technical, safeguarding and programme focal points, and; Consolidated feedback on deliverables.; Participate in a weekly progress meeting,; Maintain a shared delivery tracker and risk register,; Use secure communication and evidence-sharing channels,; Escalate critical issues immediately,; Protect access credentials and evaluation materials, and; Manage its personnel and delivery approach independently.; Have no current contract to build or operate the system being evaluated,; Have no commercial interest in the evaluation achieving a particular outcome,; Disclose any current or previous relationship with Girl Effect’s AI, platform or technology suppliers,; Disclose any relevant relationship held during the previous 24 months,; Identify any tools or models being evaluated in which it has a financial interest, and; Explain how any potential conflict will be managed.

Requirements

Experience independently red-teaming deployed AI systems rather than only evaluating standalone models.; Experience with conversational AI, retrieval-augmented generation and multi-turn systems.; Experience in health, safeguarding-sensitive or other high-risk contexts.; Experience working with adolescent or youth-facing digital services.; Strong knowledge of AI safety, responsible AI and model evaluation.; Ability to build automated, machine-readable and rerunnable testing harnesses.; Understanding of human escalation and moderation workflows.; Ability to test English, Kiswahili and Sheng directly or through a credible quality-controlled approach.; Experience working in Kenya, Africa or comparable Global South contexts.; Strong security, confidentiality and responsible-disclosure practices.; Excellent analytical, technical-reporting and leadership-presentation capability.; Understanding of the assignment,; Proposed methodology and testing tools,; Proposed scenario taxonomy and coverage,; Approach to automated and manual testing,; Approach to safeguarding and escalation testing,; Language and cultural-context capability,; Data-handling and information-security approach,; Responsible-disclosure process,; Workplan and team structure,; Relevant experience and comparable assignments,; Key assumptions, dependencies, limitations and exclusions,; Independence and conflict-of-interest declaration,; Three client references, and; One redacted example of a relevant findings report.; A fixed price for the core 10-week engagement,; A cost breakdown by phase and deliverable,; Personnel roles, daily rates and level of effort,; Applicable taxes shown separately,; Tools, licences and third-party costs,; Reimbursable expenses shown separately,; Day rates for each optional extension, and; Clear assumptions, exclusions and conditions.; Pre-screening,; Technical evaluation,; Pitch, demonstration or clarification stage, where required, and; Financial evaluation.; Relevant AI red-teaming and system-evaluation experience: 25%; Quality, coverage and practicality of the proposed methodology: 25%; Proposed team and safeguarding or AI-safety capability: 10%